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This paper studies the problem of distributed estimation for discrete-time nonlinear systems with Gaussian mixture noise. A merge-fusion-split strategy has been proposed to develop a distributed Gaussian sum filter (GSF) over a sensor network. In the proposed filter, the GSF is implemented for each sensor to generate local estimates and the local estimates of Gaussian components are merged as a single...
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